{
  "observations": [
    {
      "answer_sha256": "0cdc37c28423f42679d4626071b5cb188e0da50bf58e5f3da1193fa7b03c514c",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        79
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 0,
      "scenario_id": "planning",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [],
      "turns": [
        {
          "completion_tokens": 93,
          "finish_reason": "stop",
          "latency_ms": 1506.3656420097686,
          "prompt_tokens": 79,
          "reasoning_chars": 405,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\ninspect -> patch -> test"
    },
    {
      "answer_sha256": "0cdc37c28423f42679d4626071b5cb188e0da50bf58e5f3da1193fa7b03c514c",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        79
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 1,
      "scenario_id": "planning",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [],
      "turns": [
        {
          "completion_tokens": 66,
          "finish_reason": "stop",
          "latency_ms": 1078.2043780200183,
          "prompt_tokens": 79,
          "reasoning_chars": 257,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\ninspect -> patch -> test"
    },
    {
      "answer_sha256": "1fe6d76d14378cb32db46648f583f9654c9a0640fa5240fcf640a4c211c0ee49",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        71
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 0,
      "scenario_id": "reasoning",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": true,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [],
      "turns": [
        {
          "completion_tokens": 52,
          "finish_reason": "stop",
          "latency_ms": 902.2344129625708,
          "prompt_tokens": 71,
          "reasoning_chars": 167,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\n42"
    },
    {
      "answer_sha256": "1fe6d76d14378cb32db46648f583f9654c9a0640fa5240fcf640a4c211c0ee49",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        71
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 1,
      "scenario_id": "reasoning",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": true,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [],
      "turns": [
        {
          "completion_tokens": 54,
          "finish_reason": "stop",
          "latency_ms": 896.8455790309235,
          "prompt_tokens": 71,
          "reasoning_chars": 167,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\n42"
    },
    {
      "answer_sha256": "3963346d6f83d5144a80c002ae7328ccf69e2901a1df934693b264f25e9ac842",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        75
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 0,
      "scenario_id": "structured-edit",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [],
      "turns": [
        {
          "completion_tokens": 68,
          "finish_reason": "stop",
          "latency_ms": 1157.031686976552,
          "prompt_tokens": 75,
          "reasoning_chars": 182,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\n{\"file\":\"app.py\",\"line\":12,\"value\":45}"
    },
    {
      "answer_sha256": "3963346d6f83d5144a80c002ae7328ccf69e2901a1df934693b264f25e9ac842",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        75
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 1,
      "scenario_id": "structured-edit",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [],
      "turns": [
        {
          "completion_tokens": 72,
          "finish_reason": "stop",
          "latency_ms": 1167.3757039825432,
          "prompt_tokens": 75,
          "reasoning_chars": 195,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\n{\"file\":\"app.py\",\"line\":12,\"value\":45}"
    },
    {
      "answer_sha256": "36d3d8c8a2f0ad1e316f3850c314c2e248c042381f363b8f501005b44993c56d",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        401,
        519,
        580
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 0,
      "scenario_id": "tool-sequence",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "id": "T-17"
          },
          "name": "read_ticket"
        },
        {
          "arguments": {
            "path": "src/app.py"
          },
          "name": "read_file"
        }
      ],
      "turns": [
        {
          "completion_tokens": 95,
          "finish_reason": "tool_calls",
          "latency_ms": 1548.7769690225832,
          "prompt_tokens": 401,
          "reasoning_chars": 263,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 38,
          "finish_reason": "tool_calls",
          "latency_ms": 724.1499730153009,
          "prompt_tokens": 519,
          "reasoning_chars": 30,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 33,
          "finish_reason": "stop",
          "latency_ms": 640.9618119942024,
          "prompt_tokens": 580,
          "reasoning_chars": 117,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nFILE-READY"
    },
    {
      "answer_sha256": "36d3d8c8a2f0ad1e316f3850c314c2e248c042381f363b8f501005b44993c56d",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        401,
        551,
        611
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 1,
      "scenario_id": "tool-sequence",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "id": "T-17"
          },
          "name": "read_ticket"
        },
        {
          "arguments": {
            "path": "src/app.py"
          },
          "name": "read_file"
        }
      ],
      "turns": [
        {
          "completion_tokens": 127,
          "finish_reason": "tool_calls",
          "latency_ms": 2013.2158839842305,
          "prompt_tokens": 401,
          "reasoning_chars": 406,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 37,
          "finish_reason": "tool_calls",
          "latency_ms": 706.615247996524,
          "prompt_tokens": 551,
          "reasoning_chars": 26,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 31,
          "finish_reason": "stop",
          "latency_ms": 607.2571369586512,
          "prompt_tokens": 611,
          "reasoning_chars": 108,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nFILE-READY"
    },
    {
      "answer_sha256": "098712d251371b7bd087a230d002e1a599cf492057dd4cecd954995489a91d46",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        324,
        520
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 0,
      "scenario_id": "parallel-tools",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "path": "a.py"
          },
          "name": "read_file"
        },
        {
          "arguments": {
            "path": "b.py"
          },
          "name": "read_file"
        }
      ],
      "turns": [
        {
          "completion_tokens": 146,
          "finish_reason": "tool_calls",
          "latency_ms": 2330.9033279656433,
          "prompt_tokens": 324,
          "reasoning_chars": 417,
          "tool_call_count": 2
        },
        {
          "completion_tokens": 34,
          "finish_reason": "stop",
          "latency_ms": 654.0115650277585,
          "prompt_tokens": 520,
          "reasoning_chars": 41,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\n- `a.py`: **A-OK**\n- `b.py`: **B-OK**"
    },
    {
      "answer_sha256": "2cb804a7b3b35b00e4640be79c68085020c07abb2528708b56d16f6d4f292683",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        324,
        489
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 1,
      "scenario_id": "parallel-tools",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "path": "a.py"
          },
          "name": "read_file"
        },
        {
          "arguments": {
            "path": "b.py"
          },
          "name": "read_file"
        }
      ],
      "turns": [
        {
          "completion_tokens": 115,
          "finish_reason": "tool_calls",
          "latency_ms": 1830.963192973286,
          "prompt_tokens": 324,
          "reasoning_chars": 266,
          "tool_call_count": 2
        },
        {
          "completion_tokens": 33,
          "finish_reason": "stop",
          "latency_ms": 595.2004459686577,
          "prompt_tokens": 489,
          "reasoning_chars": 40,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\n- `a.py`: `A-OK`\n- `b.py`: `B-OK`"
    },
    {
      "answer_sha256": "c18329bb7e023a6a6564fa3c37057a8f09f89b3e45f5847b14b29513076831af",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        411,
        537,
        617
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 0,
      "scenario_id": "dependent-result",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "name": "Ada"
          },
          "name": "lookup_user"
        },
        {
          "arguments": {
            "id": "user-73",
            "state": "active"
          },
          "name": "update_user"
        }
      ],
      "turns": [
        {
          "completion_tokens": 102,
          "finish_reason": "tool_calls",
          "latency_ms": 1667.7222300204448,
          "prompt_tokens": 411,
          "reasoning_chars": 347,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 56,
          "finish_reason": "tool_calls",
          "latency_ms": 996.6069820220582,
          "prompt_tokens": 537,
          "reasoning_chars": 44,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 45,
          "finish_reason": "stop",
          "latency_ms": 832.4857570114546,
          "prompt_tokens": 617,
          "reasoning_chars": 118,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nDone. The update result's exact status string is: `UPDATED-73`"
    },
    {
      "answer_sha256": "c4ceff170c264994a263e11b2d7a48893c31e898c70427310305aaf28a8417c2",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        411,
        521,
        601
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 1,
      "scenario_id": "dependent-result",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "name": "Ada"
          },
          "name": "lookup_user"
        },
        {
          "arguments": {
            "id": "user-73",
            "state": "active"
          },
          "name": "update_user"
        }
      ],
      "turns": [
        {
          "completion_tokens": 86,
          "finish_reason": "tool_calls",
          "latency_ms": 1392.482204013504,
          "prompt_tokens": 411,
          "reasoning_chars": 275,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 56,
          "finish_reason": "tool_calls",
          "latency_ms": 997.8436150122434,
          "prompt_tokens": 521,
          "reasoning_chars": 47,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 39,
          "finish_reason": "stop",
          "latency_ms": 728.3479530015029,
          "prompt_tokens": 601,
          "reasoning_chars": 109,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nDone. Exact status string: `UPDATED-73`"
    },
    {
      "answer_sha256": "d88952be2079b7e17e6e8712d84fabee5cf389cfe1eea82e61ff884440a8bee0",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        352,
        512,
        598
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 0,
      "scenario_id": "tool-recovery-error",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "attempt": "1",
            "id": "B-9"
          },
          "name": "fetch_build"
        },
        {
          "arguments": {
            "attempt": "2",
            "id": "B-9"
          },
          "name": "fetch_build"
        }
      ],
      "turns": [
        {
          "completion_tokens": 139,
          "finish_reason": "tool_calls",
          "latency_ms": 2238.6239639599808,
          "prompt_tokens": 352,
          "reasoning_chars": 409,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 57,
          "finish_reason": "tool_calls",
          "latency_ms": 958.7517359759659,
          "prompt_tokens": 512,
          "reasoning_chars": 66,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 26,
          "finish_reason": "stop",
          "latency_ms": 516.9165379484184,
          "prompt_tokens": 598,
          "reasoning_chars": 99,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nBUILD-OK"
    },
    {
      "answer_sha256": "d88952be2079b7e17e6e8712d84fabee5cf389cfe1eea82e61ff884440a8bee0",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        352,
        553,
        645
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 1,
      "scenario_id": "tool-recovery-error",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "attempt": "1",
            "id": "B-9"
          },
          "name": "fetch_build"
        },
        {
          "arguments": {
            "attempt": "2",
            "id": "B-9"
          },
          "name": "fetch_build"
        }
      ],
      "turns": [
        {
          "completion_tokens": 180,
          "finish_reason": "tool_calls",
          "latency_ms": 2821.396020008251,
          "prompt_tokens": 352,
          "reasoning_chars": 570,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 63,
          "finish_reason": "tool_calls",
          "latency_ms": 1084.1958429664373,
          "prompt_tokens": 553,
          "reasoning_chars": 84,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 29,
          "finish_reason": "stop",
          "latency_ms": 565.3907799860463,
          "prompt_tokens": 645,
          "reasoning_chars": 105,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nBUILD-OK"
    },
    {
      "answer_sha256": "b9320cb8852eb4b6b2609e0a82959c439187a03981ed178cce4e6bd90528ad53",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        554,
        838,
        907,
        1004,
        1085
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 0,
      "scenario_id": "debug-loop",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "scope": "unit"
          },
          "name": "run_tests"
        },
        {
          "arguments": {
            "path": "calc.py"
          },
          "name": "read_file"
        },
        {
          "arguments": {
            "edit": "return a + b",
            "path": "calc.py"
          },
          "name": "apply_edit"
        },
        {
          "arguments": {
            "scope": "unit"
          },
          "name": "run_tests"
        }
      ],
      "turns": [
        {
          "completion_tokens": 256,
          "finish_reason": "tool_calls",
          "latency_ms": 4052.8620749828406,
          "prompt_tokens": 554,
          "reasoning_chars": 1038,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 38,
          "finish_reason": "tool_calls",
          "latency_ms": 732.960275025107,
          "prompt_tokens": 838,
          "reasoning_chars": 46,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 76,
          "finish_reason": "tool_calls",
          "latency_ms": 1327.760029991623,
          "prompt_tokens": 907,
          "reasoning_chars": 132,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 51,
          "finish_reason": "tool_calls",
          "latency_ms": 941.9256129767746,
          "prompt_tokens": 1004,
          "reasoning_chars": 100,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 32,
          "finish_reason": "stop",
          "latency_ms": 636.3410199992359,
          "prompt_tokens": 1085,
          "reasoning_chars": 123,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nTests pass."
    },
    {
      "answer_sha256": "c954445ba69ddc5ddf31c3265ebc1befdee1cf79a36b1ae38d1ff07f5f7effc6",
      "failure": null,
      "failure_class": null,
      "full_history": [],
      "history_prompt_tokens": [
        554,
        911,
        993,
        1108,
        1192
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 1,
      "scenario_id": "debug-loop",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [
        {
          "arguments": {
            "scope": "unit"
          },
          "name": "run_tests"
        },
        {
          "arguments": {
            "path": "calc.py"
          },
          "name": "read_file"
        },
        {
          "arguments": {
            "edit": "return a + b",
            "path": "calc.py"
          },
          "name": "apply_edit"
        },
        {
          "arguments": {
            "scope": "unit"
          },
          "name": "run_tests"
        }
      ],
      "turns": [
        {
          "completion_tokens": 329,
          "finish_reason": "tool_calls",
          "latency_ms": 5146.937523037195,
          "prompt_tokens": 554,
          "reasoning_chars": 1301,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 51,
          "finish_reason": "tool_calls",
          "latency_ms": 947.3058370058425,
          "prompt_tokens": 911,
          "reasoning_chars": 95,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 94,
          "finish_reason": "tool_calls",
          "latency_ms": 1596.945081022568,
          "prompt_tokens": 993,
          "reasoning_chars": 222,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 54,
          "finish_reason": "tool_calls",
          "latency_ms": 973.587182990741,
          "prompt_tokens": 1108,
          "reasoning_chars": 116,
          "tool_call_count": 1
        },
        {
          "completion_tokens": 36,
          "finish_reason": "stop",
          "latency_ms": 702.8330379980616,
          "prompt_tokens": 1192,
          "reasoning_chars": 120,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nYes, the tests pass."
    },
    {
      "answer_sha256": "dd891e6fc3ffeadcbf5eff7120a846d9fa0370f331c59371da2633c31e11c90e",
      "failure": null,
      "failure_class": null,
      "full_history": [
        {
          "content": "Remember private session code SESSION-8841.",
          "role": "user"
        },
        {
          "content": "Turn 0: remember neutral note 0.",
          "role": "user"
        },
        {
          "content": "noted 0",
          "role": "assistant"
        },
        {
          "content": "Turn 1: remember neutral note 1.",
          "role": "user"
        },
        {
          "content": "noted 1",
          "role": "assistant"
        },
        {
          "content": "Turn 2: remember neutral note 2.",
          "role": "user"
        },
        {
          "content": "noted 2",
          "role": "assistant"
        },
        {
          "content": "Turn 3: remember neutral note 3.",
          "role": "user"
        },
        {
          "content": "noted 3",
          "role": "assistant"
        },
        {
          "content": "Turn 4: remember neutral note 4.",
          "role": "user"
        },
        {
          "content": "noted 4",
          "role": "assistant"
        },
        {
          "content": "Turn 5: remember neutral note 5.",
          "role": "user"
        },
        {
          "content": "noted 5",
          "role": "assistant"
        },
        {
          "content": "Turn 6: remember neutral note 6.",
          "role": "user"
        },
        {
          "content": "noted 6",
          "role": "assistant"
        },
        {
          "content": "Turn 7: remember neutral note 7.",
          "role": "user"
        },
        {
          "content": "noted 7",
          "role": "assistant"
        },
        {
          "content": "Turn 8: remember neutral note 8.",
          "role": "user"
        },
        {
          "content": "noted 8",
          "role": "assistant"
        },
        {
          "content": "Turn 9: remember neutral note 9.",
          "role": "user"
        },
        {
          "content": "noted 9",
          "role": "assistant"
        },
        {
          "content": "Turn 10: remember neutral note 10.",
          "role": "user"
        },
        {
          "content": "noted 10",
          "role": "assistant"
        },
        {
          "content": "Return only the private session code.",
          "role": "user"
        }
      ],
      "history_prompt_tokens": [
        386
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 0,
      "scenario_id": "context-recovery",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [],
      "turns": [
        {
          "completion_tokens": 53,
          "finish_reason": "stop",
          "latency_ms": 902.640484040603,
          "prompt_tokens": 386,
          "reasoning_chars": 198,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nSESSION-8841"
    },
    {
      "answer_sha256": "dd891e6fc3ffeadcbf5eff7120a846d9fa0370f331c59371da2633c31e11c90e",
      "failure": null,
      "failure_class": null,
      "full_history": [
        {
          "content": "Remember private session code SESSION-8841.",
          "role": "user"
        },
        {
          "content": "Turn 0: remember neutral note 0.",
          "role": "user"
        },
        {
          "content": "noted 0",
          "role": "assistant"
        },
        {
          "content": "Turn 1: remember neutral note 1.",
          "role": "user"
        },
        {
          "content": "noted 1",
          "role": "assistant"
        },
        {
          "content": "Turn 2: remember neutral note 2.",
          "role": "user"
        },
        {
          "content": "noted 2",
          "role": "assistant"
        },
        {
          "content": "Turn 3: remember neutral note 3.",
          "role": "user"
        },
        {
          "content": "noted 3",
          "role": "assistant"
        },
        {
          "content": "Turn 4: remember neutral note 4.",
          "role": "user"
        },
        {
          "content": "noted 4",
          "role": "assistant"
        },
        {
          "content": "Turn 5: remember neutral note 5.",
          "role": "user"
        },
        {
          "content": "noted 5",
          "role": "assistant"
        },
        {
          "content": "Turn 6: remember neutral note 6.",
          "role": "user"
        },
        {
          "content": "noted 6",
          "role": "assistant"
        },
        {
          "content": "Turn 7: remember neutral note 7.",
          "role": "user"
        },
        {
          "content": "noted 7",
          "role": "assistant"
        },
        {
          "content": "Turn 8: remember neutral note 8.",
          "role": "user"
        },
        {
          "content": "noted 8",
          "role": "assistant"
        },
        {
          "content": "Turn 9: remember neutral note 9.",
          "role": "user"
        },
        {
          "content": "noted 9",
          "role": "assistant"
        },
        {
          "content": "Turn 10: remember neutral note 10.",
          "role": "user"
        },
        {
          "content": "noted 10",
          "role": "assistant"
        },
        {
          "content": "Return only the private session code.",
          "role": "user"
        }
      ],
      "history_prompt_tokens": [
        386
      ],
      "oracle_revision": "7",
      "passed": true,
      "reasoning_present": true,
      "repetition": 1,
      "scenario_id": "context-recovery",
      "schema": "anvil-serving.agentic-observation/v1",
      "stages": {
        "final_answer": {
          "passed": true
        },
        "history": {
          "passed": true
        },
        "protocol": {
          "passed": true
        },
        "reasoning": {
          "applicable": false,
          "passed": true
        },
        "recovery": {
          "passed": true
        },
        "result_incorporation": {
          "passed": true
        }
      },
      "tool_calls": [],
      "turns": [
        {
          "completion_tokens": 41,
          "finish_reason": "stop",
          "latency_ms": 707.9633219982497,
          "prompt_tokens": 386,
          "reasoning_chars": 141,
          "tool_call_count": 0
        }
      ],
      "visible_answer": "\n\nSESSION-8841"
    }
  ],
  "passed": true,
  "request_controls": {
    "chat_template_kwargs": null,
    "reasoning_effort": null,
    "sampling": {
      "temperature": {
        "effective_request": 1.0,
        "requested": 1.0,
        "sent": true
      },
      "top_p": {
        "effective_request": 0.95,
        "requested": 0.95,
        "sent": true
      }
    },
    "thinking_mode": "default"
  },
  "request_ids": [],
  "schema": "anvil-serving.agentic-suite-run/v1",
  "summary": {
    "attempted": 18,
    "pass_rate": 1.0,
    "passed": 18,
    "required_pass_rate": 0.75
  }
}